• Title/Summary/Keyword: AI, Education

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A Study on the Protection of Biometric Information against Facial Recognition Technology

  • Min Woo Kim;Il Hwan Kim;Jaehyoun Kim;Jeong Ha Oh;Jinsook Chang;Sangdon Park
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.17 no.8
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    • pp.2124-2139
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    • 2023
  • In this article, the authors focus on the use of smart CCTV, a combnation of biometric recognition technology and AI algorithms. In fact, the advancements in relevant technologies brought a significant increase in the use of biometric information - fingerprint, retina, iris or facial recognition - across diverse sectors. Both the public and private sectors, with the developments of biometric technology, widely adopt and use an individual's biometric information for different reasons. For instance, smartphone users highly count on biometric technolgies for the purpose of security. Public and private orgazanitions control an access to confidential information-controlling facilities with biometric technology. Biometric infomration is known to be unique and immutable in the course of one's life. Given the uniquness and immutability, it turned out to be as reliable means for the purpose of authentication and verification. However, the use of biometric information comes with cost, posing a privacy issue. Once it is leaked, there is little chance to recover damages resulting from unauthorized uses. The governments across the country fully understand the threat to privacy rights with the use of biometric information and AI. The EU and the United States amended their data protection laws to regulate it. South Korea aligned with them. Yet, the authors point out that Korean data aprotection law still requires more improvements to minimize a concern over privacy rights arising from the wide use of biometric information. In particular, the authors stress that it is necessary to amend Section (2) of Article 23 of PIPA to reflect the concern by changing the basis for permitting the processing of sensitive information from 'the Statutes' to 'the Acts'.

Evaluating ChatGPT's Competency in BIM Related Knowledge via the Korean BIM Expertise Exam (BIM 운용 전문가 시험을 통한 ChatGPT의 BIM 분야 전문 지식 수준 평가)

  • Choi, Jiwon;Koo, Bonsang;Yu, Youngsu;Jeong, Yujeong;Ham, Namhyuk
    • Journal of KIBIM
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    • v.13 no.3
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    • pp.21-29
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    • 2023
  • ChatGPT, a chatbot based on GPT large language models, has gained immense popularity among the general public as well as domain professionals. To assess its proficiency in specialized fields, ChatGPT was tested on mainstream exams like the bar exam and medical licensing tests. This study evaluated ChatGPT's ability to answer questions related to Building Information Modeling (BIM) by testing it on Korea's BIM expertise exam, focusing primarily on multiple-choice problems. Both GPT-3.5 and GPT-4 were tested by prompting them to provide the correct answers to three years' worth of exams, totaling 150 questions. The results showed that both versions passed the test with average scores of 68 and 85, respectively. GPT-4 performed particularly well in categories related to 'BIM software' and 'Smart Construction technology'. However, it did not fare well in 'BIM applications'. Both versions were more proficient with short-answer choices than with sentence-length answers. Additionally, GPT-4 struggled with questions related to BIM policies and regulations specific to the Korean industry. Such limitations might be addressed by using tools like LangChain, which allow for feeding domain-specific documents to customize ChatGPT's responses. These advancements are anticipated to enhance ChatGPT's utility as a virtual assistant for BIM education and modeling automation.

Accident Detection System for Construction Sites Using Multiple Cameras and Object Detection (다중 카메라와 객체 탐지를 활용한 건설 현장 사고 감지 시스템)

  • Min hyung Kim;Min sung Kam;Ho sung Ryu;Jun hyeok Park;Min soo Jeon;Hyeong woo Choi;Jun-Ki Min
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.5
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    • pp.605-611
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    • 2023
  • Accidents at construction sites have a very high rate of fatalities due to the nature of being prone to severe injury patients. In order to reduce the mortality rate of severely injury patients, quick response is required, and some systems that detect accidents using AI technology and cameras have been devised to respond quickly to accidents. However, since existing accident detection systems use only a single camera, there are blind spots, Thus, they cannot detect all accidents at a construction site. Therefore, in this paper, we present the system that minimizes the detection blind spot by using multiple cameras. Our implemented system extracts feature points from the images of multiple cameras with the YOLO-pose library, and inputs the extracted feature points to a Long Short Term Memory-based recurrent neural network in order to detect accidents. In our experimental result, we confirme that the proposed system shows high accuracy while minimizing detection blind spots by using multiple cameras.

The Influencing Factors of Subjective Health and Health-Related Quality of Life in Middle-Aged Women (중년여성의 주관적 건강 및 건강관련 삶의 질 영향요인)

  • Park, Hye-Seon;Kim, Sang-Mi
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.3
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    • pp.121-130
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    • 2024
  • This study utilized data from 1,068 women aged 40-59, drawn from the 8th Korea National Health and Nutrition Examination Survey (KNHANES) conducted in 2020, to investigate factors impacting subjective health perception and health-related quality of life. Methodologically, STATA 15.0 was employed for complex sample mean and standard deviation calculations, complex sample weighted percentages, complex sample t-tests, and multiple regression analyses. Common factors influencing both subjective health and health-related quality of life included education level, household size, depression, and stress. Age, binge drinking, and physical activity were identified as factors influencing subjective health perception. Insurance type, employment status, and sleep disorders emerged as factors impacting health-related quality of life. Recognizing middle age as a crucial transitional phase into old age, the development of health policy programs aimed at enhancing subjective health and health-related quality of life during this period is deemed essential.

A Program for University Student's IT Leadership Renovation

  • Park, Jong-Jin
    • International Journal of Internet, Broadcasting and Communication
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    • v.12 no.1
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    • pp.1-6
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    • 2020
  • In this paper, we propose a new program for university student's IT leadership renovation. Automation and Artificial Intelligence(AI) are changing the nature of work. According to MGI report, they will change the skills needed in the workforce. Leadership is one of the skills needed more of in the future at workplace including IT industry. Leadership could be defined as having 5 level leadership. According to the 5 level leadership, a program was formulated to renovate university student's self-leadership, teamwork, team leadership and finally global leadership. We named the program as Stepping-Stone Platform for Student's IT Leadership Renovation(SSP-SLR). Each level of four stepping stones consists of one semester. Student can raise their leadership skills by the program step by step. Various instruction learning methodologies are adopted to the program, including Flipped learning which has been proved effective in many ways in the field of education recently.

University education in the era of the 4th industrial revolution (4차산업혁명 시대의 대학교육 방향)

  • Hwang, eui-chul
    • Proceedings of the Korea Contents Association Conference
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    • 2017.05a
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    • pp.137-138
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    • 2017
  • 새로운 기술혁명의 시대가 열리며 제4차산업혁명의 시대 속 소프트웨어 기술을 기반으로 생성되는 디지털 연결성이 사회를 근본적으로 변화시키고 있다. 미국, 독일, 영국, 일본, 중국 등 주요국가들은 국가의 미래를 걸고 있을 정도이다. 국내 4차산업혁명 주요기술수준이 미국 대비 빅데이터플렛폼 76.3%, 사물인터넷 80.9%, 소프트웨어 76.7%, 3D 프린터 73.1% 라 한다. 국내 빅데이터와 인공지능(AI) 전문가 확보에 나선 기업들은 국내 연구진이 턱없이 부족하다 한다. 인재 품귀 현상에 4차산업혁명 인프라구축을 위하여 국내 외 대학에서의 융합인재 양성현황과 대학교육의 방향에 대하여 알아보고자 한다.

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Etude sur Ie Costume de Style d'Empire -De 1789 $\`{a}$ 1815 en France- (Empire Style의 복장에 관한 연구 -프랑스의 1789~1815년을 중심으로-)

  • Kim Ok Jin
    • Journal of the Korean Society of Clothing and Textiles
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    • v.5 no.2
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    • pp.1-12
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    • 1981
  • Nous avons essaye, dans cette etude, de deceler les caracteristiques de la silhouette du style d'Empire en eclairant it la fois le processus de sa formation ai travers La Monarchie, La Republique, Le Directoire, Le Consulat et l'Empire. Nous avons souligne comme suit: En premier lieu, comme les caracteristiques generaux, la simp lification et la democratisation. En second lieu, comme celles de La Monarchie et de La Republique, la transformation renovatrice en forme grossiere du style cylindriforme de la mode d'epoque ancienne. En troisieme lieu, comme celles du Directoire, la formation de l'unite esthetique au haut degre et les lignes naturelles du corps. En quatrieme lieu, comme celles du Consulat et de l'Empire, l'achevement du style d'Empire d'ornement somptueux refletant l'autorite politique de l'Empereur.

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3D Racing Game for Education and Publicity of Resource Recycling (자원재활용 교육.홍보를 위한 3차원 레이싱 게임)

  • Jun, Byung-Hwan;Kim, Young-Won;Phan, The-Hung;Hyun, Ai-Ryun
    • Proceedings of the Korean Institute of Resources Recycling Conference
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    • 2003.10a
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    • pp.85-89
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    • 2003
  • 본 연구에서는 어린이들이 따분하고 어렵게 느낄 수 있는 재활용 교육 방식을 지양하고, 재활용품의 수집 및 분류 그리고 재활용 공정을 자연스럽게 체험할 수 있도록 하기 위해 어린이들의 흥미를 유발시키고 과학적인 호기심을 충족시키는 방식으로 3DMax와 DirectX를 이용하여 3차원 재활용 레이싱 게임을 개발한다. 결과적으로, 재활용 관련 전시관에서 어린이들이 직접 사용해 볼 수 있는 자료로 활용되거나 교육기관 및 관련 관공서에서 홍보 및 교육용 매체로 활용될 수 있을 것으로 기대된다.

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MONOTONICITY AND LOGARITHMIC CONVEXITY OF THREE FUNCTIONS INVOLVING EXPONENTIAL FUNCTION

  • Guo, Bai-Ni;Liu, Ai-Qi;Qi, Feng
    • The Pure and Applied Mathematics
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    • v.15 no.4
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    • pp.387-392
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    • 2008
  • In this note, an alternative proof and extensions are provided for the following conclusions in [6, Theorem 1 and Theorem 3]: The functions $\frac1{x^2}-\frac{e^{-x}}{(1-e^{-x})^2}\;and\;\frac1{t}-\frac1{e^t-1}$ are decreasing in (0, ${\infty}$) and the function $\frac{t}{e^{at}-e^{(a-1)t}}$ for a $a{\in}\mathbb{R}\;and\;t\;{\in}\;(0,\;{\infty})$ is logarithmically concave.

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SOLVABILITY FOR SECOND-ORDER BOUNDARY VALUE PROBLEM WITH INTEGRAL BOUNDARY CONDITIONS ON AN UNBOUNDED DOMAIN AT RESONANCE

  • Yang, Ai-Jun;Wang, Lisheng;Ge, Weigao
    • The Pure and Applied Mathematics
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    • v.17 no.1
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    • pp.39-49
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    • 2010
  • This paper deals with the second-order differential equation (p(t)x'(t))' + g(t)f(t, x(t), x'(t)) = 0, a.e. in (0, $\infty$) with the boundary conditions $$x(0)={\int}^{\infty}_0g(s)x(s)ds,\;{lim}\limits_{t{\rightarrow}{\infty}}p(t)x'(t)=0,$$ where $g\;{\in}\;L^1[0,{\infty})$ with g(t) > 0 on [0, $\infty$) and ${\int}^{\infty}_0g(s)ds\;=\;1$, f is a g-Carath$\acute{e}$odory function. By applying the coincidence degree theory, the existence of at least one solution is obtained.